Risk of bias
All eight randomized controlled trials mentioned randomization and blindness methods,We evaluate the credibility of the information provided by the articles: 1 grouped by randomized digital table; 1 literature mentioned single blindness, with the possibility of breaking blindness; the rest 6 mentioned blindness to researchers, subjects, and data analysts; insufficient data in the literature to indicate follow-up bias and reporting bias, no missing data and pre-reported outcomes have been reported. The results are shown in Fig. 2.
Effect of the TZD on the vessel volume(mm3/mm)
There were 3 studies included in the meta-analysis to evaluate the overall effect of TZDs on vessel volume. We found a very few level of heterogeneity for vessel volume among the existing studies (I2 = 0%, P = 0.40) (Fig. 3).Based on the fixed-effects model of meta-analysis, lower levels of vessel volume were observed in the intervention group compared to the control subjects. (MD 95% CI: -1.28 -2.51, -0.05, z = 2.04, P = 0.04).
Effect of the TZD on the lumen volume(mm3/mm)
There were 3 studies included in the meta-analysis to evaluate the overall effect of TZDs on lumen volume. We found a low level of heterogeneity for lumen volume among the existing studies (I2 = 44%, P = 0.17) (Fig. 4). Based on the Fixed-effects model of meta-analysis the difference between the intervention group and the control group was not statistically significant. (MD 95% CI:0.47 − 0.17, 1.10, z = 1.44, P = 0.15).
Effect of the TZD on the plaque volume(mm3/mm)
There were 4 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on plaque volume. We found a very few level of heterogeneity for plaque volume among the existing studies (I2 = 0%, P = 0.61) (Fig. 5).Based on the Fixed-effects model of meta-analysis, significantly lower levels of plaque volume were observed in the Intervention group compared to the control subjects (MD 95% CI:-1.32 -1.93, -0.71, z = 4.23, P < 0.0001).
Effect of the TZD on the Adiponectin(µg/l)
There were 4 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on Adiponectin. We found a severe level of heterogeneity for plaque volume among the existing studies (I2 = 91%, P < 0.0001) (Fig. 6).Based on the random-effects model of meta-analysis, significantly higher levels of Adiponectin were observed in the Intervention group compared to the control subjects. (MD 95% CI:5.731.31, 10.15, z = 2.54, P = 0.01).
Effect of the TZD on the hs-CRP(mg/L)
There were 4 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on hs-CRP. We found a severe level of heterogeneity for hs-CRP among the existing studies (I2 = 79%, P = 0.003) (Fig. 7).Based on the random-effects model of meta-analysis,the difference was not statistically significant. (MD 95% CI:-0.24-0.63, 0.15, z = 1.21, P = 0.23).(See Fig. 7) For sensitivity analysis, excluding the study "Sung Hye You2010", the group heterogeneity was reduced(P = 0.36, I²= 3%), and the fixed-effect model Meta-analysis showed: MD 95% CI:-0.51-0.62, -0.41,Z = 9.50 (P < 0.00001),lower levels of hs-CRP were observed in the Intervention group compared to the control subjects.That is, the result was unstable.
Effect of the TZD on the Interleukin-6(ng/L)
There were 2 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on Interleukin-6. We found a severe level of heterogeneity for Interleukin-6 among the existing studies (I2 = 78%, P = 0.03) (Fig. 8).Based on the random-effects model of meta-analysis, the difference was not statistically significant. (MD 95% CI:-0.20-0.78, 0.37, z = 0.69, P = 0.49).
Effect of the TZD on the glycerin trilaurate(mmol/L)
There were 5 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on glycerin trilaurate. We found a middle level of heterogeneity for glycerin trilaurate among the existing studies (I2 = 74%, P = 0.004) (Fig. 9).Based on the random-effects model of meta-analysis, the difference was not statistically significant (MD 95% CI:0.21 − 0.13, 0.55, z = 1.20, P = 0.23). For sensitivity analysis, excluding the study "HARALD SOURIJ 2006", the group heterogeneity was reduced(P = 0.51, I²= 0%), and the fixed-effect model Meta-analysis showed: MD 95%CI:0.04–0.04,0.11,Z = 0.94(P = 0.35),higher levels of glycerin trilaurate were observed in the Intervention group compared to the control subjects.However, The difference remained not statistically significant,indicating that the result was unstable.
Effect of the TZD on the total cholesterol(mmol/L)
There were 5 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on cholesterol total. We found a severe level of heterogeneity for cholesterol total among the existing studies (I2 = 83%, P = 0.0001) (Fig. 10).Based on the random-effects model of meta-analysis, the difference was not statistically significant (MD 95% CI:0.07–0.16, 0.31, z = 0.62, P = 0.54). For sensitivity analysis, excluding the study "J YU 2010", the group heterogeneity was reduced (P = 0.75), I²= 0%), and the fixed-effect model Meta-analysis showed: MD 95% CI:0.16 0.03, 0.29,Z = 2.34 (P = 0.02), higher levels of cholesterol total were observed in the Intervention group compared to the control subjects,The differences were statistically significant, as described in summary,the result was unstable.
Effect of the TZD on the LDL-C(mmol/L)
There were 6 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on low density lipoprotein cholesterol. We found a very few level of heterogeneity for low density lipoprotein cholesterol among the existing studies (I2 = 0%, P = 0.47) (Fig. 11).Based on the Fixed-effects model of meta-analysis, the difference was not statistically significant. (MD 95% CI:-0.02 -0.07, 0.03, z = 0.90, P = 0.37).
Effect of the TZD on the HDL-C(mmol/L)
There were 6 studies to be included in the meta-analysis to evaluate the overall effect of TZDs on high density lipoprotein cholesterol. We found a low level of heterogeneity for high density lipoprotein cholesterol among the existing studies (I2 = 30%, P = 0.21) (Fig. 12).Based on the Fixed-effects model of meta-analysis, the difference was not statistically significant (MD 95% CI:0.02 − 0.01, 0.05, z = 1.10, P = 0.27).